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2025
  1. MA Ganaie, V Ahire, A Girard. Granular Ball K-Class Twin Support Vector Classifier. Pattern Recognition 166, 111636, 2025.
  2. MA Ganaie, J Rohan, K Agrawal, R Shah, A Girard, J Kasa-Vubu, ... Convolutional and ℓ21-norm neural network for bone age estimation. Applied Soft Computing, 113456, 2025.
  3. MA Ganaie, Y Kumar, A Bhatia, C Jayrajsinh. Ensemble deep generalized eigen-value random vector functional link network for classification problems. Computers and Electrical Engineering 123, 110040, 2025.
  4. S Madan, S Ghosh, LR Sookha, MA Ganaie, R Subramanian, A Dhall, ... MIP-GAF: A MLLM-annotated Benchmark for Most Important Person Localization and Group Context Understanding. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV …, 2025.
  5. V Ahire, K Shah, M Khan, N Pakhale, L Sookha, M Ganaie, A Dhall. MAVEN: Multi-modal Attention for Valence-Arousal Emotion Network. Proceedings of the Computer Vision and Pattern Recognition Conference, 5789-5799, 2025.
  6. K Anwar, M Wasid, A Zafar, MA Ganaie, A Iqbal. Soft computing techniques in multi-criteria recommender systems: A comprehensive review. Applied Soft Computing 169, 112579, 2025.
  7. S Madan, S Ghosh, LR Sookha, MA Ganaie, R Subramanian, A Dhall, ... MIP-GAF: A MLLM-annotated Benchmark for Important Person Localization and Group Context Understanding. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 1-10, 2025.
2024
  1. MA Ganaie, V Ahire, Granular Ball Twin Support Vector Machine with Universum Data, arXiv preprint arXiv:2412.03375, 2024
  2. A Quadir, MA Ganaie, M Tanveer, Intuitionistic fuzzy generalized eigenvalue proximal support vector machine, Neurocomputing 608, 128258, 2024
  3. LR Sookha, G Sharma, MA Ganaie, A Dhall, A Spectro-Statistical Approach for Emotion Identification from EEG Signals, 2024 IEEE 18th International Conference on Automatic Face and Gesture ..., 2024
  4. MA Ganaie, M Sajid, AK Malik, M Tanveer, Graph embedded intuitionistic fuzzy random vector functional link neural network for class imbalance learning, IEEE Transactions on Neural Networks and Learning Systems 35 (9), 11671-11680, 2024
2023
  1. MA Ganaie, A Kumari, A Girard, J Kasa-Vubu, M Tanveer, ... Diagnosis of Alzheimer’s disease via Intuitionistic fuzzy least squares twin SVM, Applied Soft Computing 149, 110899, 2023
  2. M Tanveer, MA Ganaie, I Beheshti, T Goel, N Ahmad, KT Lai, K Huang, ... Deep learning for brain age estimation: A systematic review, Information Fusion 96, 130-143, 2023
  3. AK Malik, R Gao, MA Ganaie, M Tanveer, PN Suganthan, Random vector functional link network: Recent developments, applications, and future directions, Applied Soft Computing 143, 110377, 2023
  4. M Tanveer, A Rastogi, V Paliwal, MA Ganaie, AK Malik, JD Ser, CT Lin, Ensemble deep learning in speech signal tasks: a review, Neurocomputing, 2023
  5. MA Ganaie, M Tanveer, I Beheshti, N Ahmad, PN Suganthan, Heterogeneous oblique double random forest, arXiv preprint arXiv:2304.06788, 2023
  6. MA Ganaie, M Sajid, AK Malik, M Tanveer, Graph embedded intuitionistic fuzzy RVFL for class imbalance learning, CoRR, 2023
  7. H Moosaei, MA Ganaie, M Hladík, M Tanveer, Inverse free reduced universum twin support vector machine for imbalanced data classification, Neural Networks, 2023
2022
  1. MA Ganaie, M Hu, AK Malik, M Tanveer, PN Suganthan, Ensemble deep learning: A review, Engineering Applications of Artificial Intelligence 115, 105151, 2022
  2. A Kumari, MA Ganaie, M Tanveer, Intuitionistic fuzzy universum support vector machine, International Conference on Neural Information Processing (ICONIP 2022), 2022
  3. N Ahmad, MA Ganaie, AK Malik, KT Lai, M Tanveer, Minimum variance embedded intuitionistic fuzzy weighted random vector functional link network, International Conference on Neural Information Processing (ICONIP 2022), 2022
  4. MA Ganaie, M Tanveer, EEG signal classification using robust energy based least squares projection twin support vector machines, Medical Information Processing and Security: Techniques and Applications, 2022
  5. MA Ganaie, J Jangir, M Tanveer, EEG signal classification via pinball universum twin support vector machine, Annals of Operations Research, 2022
  6. MA Ganaie, A Kumari, AK Malik, M Tanveer, EEG signal classification using improved intuitionistic fuzzy twin support vector machines, Neural Computing and Applications, 2022
  7. MA Ganaie, M Tanveer, Energy based least squares projection twin SVM, Advanced Machine Intelligence and Signal Processing, 10.1007/978-981-19-0840, 2022
  8. AK Malik, MA Ganaie, M Tanveer, PN Suganthan, Extended features based random vector functional link network for classification problem, IEEE Transactions on Computational Social Systems, 2022
  9. AK Malik, MA Ganaie, M Tanveer, PN Suganthan, Alzheimers disease diagnosis via intuitionistic fuzzy random vector functional link network, IEEE Transactions on Computational Social Systems, 2022
  10. MA Ganaie, M Tanveer, PN Suganthan, V Snasel, Oblique and rotation double random forest, Neural Networks, 2022
  11. MA Ganaie, M Tanveer, Ensemble deep random vector functional link network using privileged information for Alzheimer’s disease diagnosis, IEEE/ACM Transactions on Computational Biology and Bioinformatics 21 (4), 2022
  12. M Tanveer, J Jangir, MA Ganaie, I Beheshti, M Tabish, N Chhabra, Diagnosis of schizophrenia: a comprehensive evaluation, IEEE Journal of Biomedical and Health Informatics 27 (3), 1185-1192, 2022
  13. MA Ganaie, M Tanveer, AK Malik, PN Suganthan, Minimum variance embedded random vector functional link network with privileged information, International Joint Conferences on Neural Network (IJCNN), July 18-23, 2022, 2022
  14. M Tanveer, T Rajani, R Rastogi, YH Shao, MA Ganaie, Comprehensive review on twin support vector machines, Annals of Operations Research, 1-46, 2022
  15. M Tanveer, MA Ganaie, A Bhattacharjee, CT Lin, Intuitionistic fuzzy weighted least squares twin SVMs, IEEE Transactions on Cybernetics, 2022
  16. MA Ganaie, M Tanveer, KNN weighted reduced universum twin SVM for class imbalance learning, Knowledge-Based Systems, 2022
  17. MA Ganaie, M Tanveer, CT Lin, Large scale fuzzy least squares twin SVMs for class imbalance learning, IEEE Transactions on Fuzzy Systems, 2022
  18. AK Malik, MA Ganaie, M Tanveer, Graph embedded intuitionistic fuzzy weighted random vector functional link network, IEEE Symposium Series on Computational Intelligence, 2022
  19. AK Malik, MA Ganaie, M Tanveer, PN Suganthan, Support vector machine based models with sparse auto-encoder based features for classification problem, International Conference on Neural Information Processing, 2022
  20. MA Ganaie, M Tanveer, I Beheshti, Brain age prediction with improved least squares twin SVR, IEEE Journal of Biomedical and Health Informatics, 2022
2021
  1. MA Ganaie, M Tanveer, Fuzzy least squares projection twin support vector machines for class imbalance learning, Applied Soft Computing Journal, 2021
  2. MA Ganaie, M Tanveer, I Beheshti, Brain age prediction using improved twin SVR, Neural Computing and Applications, 2021
  3. M Tanveer, A Tiwari, R Choudhary, MA Ganaie, Large scale pinball twin support vector machines, Machine Learning, 2021
  4. M Tanveer, MA Ganaie, PN Suganthan, Ensemble of classification models with weighted functional link network, Applied Soft Computing 107, 107322, 2021
  5. M Tanveer, AH Rashid, MA Ganaie, M Reza, I Razzak, KL Hua, Classification of Alzheimer's disease using ensemble of deep neural networks trained through transfer learning, IEEE Journal of Biomedical and Health Informatics, 2021
  6. I Beheshti, MA Ganaie, P Vardhan, A Rastogi, I Razzak, M Tanveer, Predicting brain age using machine learning algorithms: A comprehensive evaluation, IEEE Journal of Biomedical and Health Informatics, 2021
  7. MA Ganaie, M Tanveer, PN Suganthan, Co-Trained random vector functional link network, International Joint Conferences on Neural Network (IJCNN), July 18-22, 2021, 2021
  8. AK Malik, MA Ganaie, M Tanveer, PN Suganthan, A novel ensemble method of RVFL for classification problem, International Joint Conferences on Neural Network (IJCNN), July 18-22, 2021, 2021
  9. MA Ganaie, M Tanveer, Robust general twin support vector machine with pinball loss function, Machine Learning for Intelligent Multimedia Analytics: Techniques and ..., 2021
2020
  1. MA Ganaie, M Tanveer, PN Suganthan, Oblique decision tree ensemble via twin bounded SVM, Expert Systems with Applications 143, 113072, 2020
  2. MA Ganaie, S Ghosh, N Mendola, M Tanveer, S Jalan, Identification of chimera using machine learning, Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (6), 2020
  3. MA Ganaie, M Tanveer, PN Suganthan, Regularized robust fuzzy least squares twin support vector machine for class imbalance learning, 2020 international joint conference on neural networks (IJCNN), 1-8, 2020
  4. MA Ganaie, M Tanveer, LSTSVM classifier with enhanced features from pre-trained functional link network, Applied Soft Computing 93, 106305, 2020
  5. MA Ganaie, M Tanveer, PN Suganthan, Minimum variance embedded random vector functional link network, International conference on neural information processing, 412-419, 2020
2019
  1. M Tanveer, T Rajani, MA Ganaie, Improved sparse pinball twin SVM, 2019 IEEE international conference on systems, man and cybernetics (SMC), 2019